Enhancing Fake News Detection in Romanian Using Transformer-Based Back Translation Augmentation

Enhancing Fake News Detection in Romanian Using Transformer-Based Back Translation Augmentation

Misinformation poses a significant challenge in the digital age, requiring robust methods to detect fake news. This study investigates the effectiveness of using Back Translation (BT) augmentation, specifically transformer-based models, to improve fake news detection in Romanian. Using a data set ex...

Full description

Bibliographic Details
Main Authors: Marian Bucos, Bogdan Drăgulescu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Applied Sciences
Subjects:
fake news detection
mBART
back translation
data augmentation
transformer
natural language processing
Online Access:https://www.mdpi.com/2076-3417/13/24/13207

Internet

https://www.mdpi.com/2076-3417/13/24/13207

Similar Items